首页|Northeastern University Reports Findings in Artificial Intelligence (Artificial Intelligence to Determine Fetal Sex)
Northeastern University Reports Findings in Artificial Intelligence (Artificial Intelligence to Determine Fetal Sex)
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New research on Artificial Intelligence is the subject of a report. According to news originating from Boston, United States, by NewsRx correspondents, research stated, “Objective This proofof- concept study assessed how confidently an artificial intelligence (AI) model can determine the sex of a fetus from an ultrasound image. Analysis was performed using 19,212 ultrasound image slices from a high-volume fetal sex determination practice.” Our news journalists obtained a quote from the research from Northeastern University, “This dataset was split into a training set (11,769) and test set (7,443). A computer vision model was trained using a transfer learning approach with EfficientNetB4 architecture as base. The performance of the computer vision model was evaluated on the hold out test set. Accuracy, Cohen’s Kappa and Multiclass Receiver Operating Characteristic AUC were used to evaluate the performance of the model. The AI model achieved an Accuracy of 88.27% on the holdout test set and a Cohen’s Kappa score 0.843. The ROC AUC score for Male was calculated to be 0.896, for Female a score of 0.897, Unable to Assess a score of 0.916 and for Text Added score of 0.981 was achieved.”
BostonUnited StatesNorth and Central AmericaArtificial IntelligenceEmerging TechnologiesMachine Learning
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